Cargando…

Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration

BACKGROUND: Intervertebral disc degeneration (IDD) is a leading cause of disability with limited treatment strategies. A better understanding of the mechanism of IDD might enable less invasive and more targeted treatments. This study aimed to identify the circular RNA (circRNA)–microRNA (miRNA)–mess...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Bin, Zhu, Ziqi, Hu, Tao, Lu, Jiawei, Shen, Beiduo, Wu, Tongde, Guo, Kai, Chaudhary, Surendra Kumar, Feng, Hang, Zhao, Weidong, Wu, Desheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284696/
https://www.ncbi.nlm.nih.gov/pubmed/35840955
http://dx.doi.org/10.1186/s12891-022-05579-0
_version_ 1784747620129832960
author Yu, Bin
Zhu, Ziqi
Hu, Tao
Lu, Jiawei
Shen, Beiduo
Wu, Tongde
Guo, Kai
Chaudhary, Surendra Kumar
Feng, Hang
Zhao, Weidong
Wu, Desheng
author_facet Yu, Bin
Zhu, Ziqi
Hu, Tao
Lu, Jiawei
Shen, Beiduo
Wu, Tongde
Guo, Kai
Chaudhary, Surendra Kumar
Feng, Hang
Zhao, Weidong
Wu, Desheng
author_sort Yu, Bin
collection PubMed
description BACKGROUND: Intervertebral disc degeneration (IDD) is a leading cause of disability with limited treatment strategies. A better understanding of the mechanism of IDD might enable less invasive and more targeted treatments. This study aimed to identify the circular RNA (circRNA)–microRNA (miRNA)–messenger RNA (mRNA) competing endogenous RNA (ceRNA) regulatory mechanisms in IDD. METHODS : The GSE67567 microarray dataset was downloaded from the Gene Expression Omnibus database. After data preprocessing, differentially expressed circRNAs, miRNAs and mRNAs between IDD and controls were identified. A ceRNA network was constructed on the basis of the interaction between circRNAs and miRNAs, and miRNAs and mRNAs. Pathway enrichment analysis was performed on the mRNAs in the ceRNA network. Then, with ‘intervertebral disc degeneration’ as keywords, IDD-related Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were searched for in the Comparative Toxicogenomics Database. RESULTS: A total of 105 differentially expressed circRNAs, 84 miRNAs and 967 mRNAs were identified. After analysis, 86 circRNA–miRNA, and 126 miRNA–mRNA regulatory relationship pairs were obtained to construct a ceRNA network. The mRNAs were enriched in six KEGG signalling pathways, and four were associated with IDD: the hsa04350: TGF-beta signalling pathway, hsa04068: FoxO signalling pathway, hsa05142: Chagas disease (American trypanosomiasis) and hsa04380: Osteoclast differentiation. An IDD-related ceRNA network was constructed involving four circRNAs, three miRNAs and 11 mRNAs. Auxiliary validation showed that the expression levels of miR-185-5p, miR-486-5p, ACVR1B, FOXO1, SMAD2 and TGFB1 were consistent in different databases. CONCLUSIONS: Our study identified some circRNA–miRNA–mRNA interaction axes potentially associated with the progression of IDD, viz.: circRNA_100086–miR-509-3p–MAPK1, circRNA_000200–miR-185-5p–TGFB1, circRNA_104308–miR-185-5p–TGFB1, circRNA_400090–miR-486-5p–FOXO1 and circRNA_400090–miR-486-5p–SMAD2. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12891-022-05579-0.
format Online
Article
Text
id pubmed-9284696
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-92846962022-07-16 Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration Yu, Bin Zhu, Ziqi Hu, Tao Lu, Jiawei Shen, Beiduo Wu, Tongde Guo, Kai Chaudhary, Surendra Kumar Feng, Hang Zhao, Weidong Wu, Desheng BMC Musculoskelet Disord Research BACKGROUND: Intervertebral disc degeneration (IDD) is a leading cause of disability with limited treatment strategies. A better understanding of the mechanism of IDD might enable less invasive and more targeted treatments. This study aimed to identify the circular RNA (circRNA)–microRNA (miRNA)–messenger RNA (mRNA) competing endogenous RNA (ceRNA) regulatory mechanisms in IDD. METHODS : The GSE67567 microarray dataset was downloaded from the Gene Expression Omnibus database. After data preprocessing, differentially expressed circRNAs, miRNAs and mRNAs between IDD and controls were identified. A ceRNA network was constructed on the basis of the interaction between circRNAs and miRNAs, and miRNAs and mRNAs. Pathway enrichment analysis was performed on the mRNAs in the ceRNA network. Then, with ‘intervertebral disc degeneration’ as keywords, IDD-related Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were searched for in the Comparative Toxicogenomics Database. RESULTS: A total of 105 differentially expressed circRNAs, 84 miRNAs and 967 mRNAs were identified. After analysis, 86 circRNA–miRNA, and 126 miRNA–mRNA regulatory relationship pairs were obtained to construct a ceRNA network. The mRNAs were enriched in six KEGG signalling pathways, and four were associated with IDD: the hsa04350: TGF-beta signalling pathway, hsa04068: FoxO signalling pathway, hsa05142: Chagas disease (American trypanosomiasis) and hsa04380: Osteoclast differentiation. An IDD-related ceRNA network was constructed involving four circRNAs, three miRNAs and 11 mRNAs. Auxiliary validation showed that the expression levels of miR-185-5p, miR-486-5p, ACVR1B, FOXO1, SMAD2 and TGFB1 were consistent in different databases. CONCLUSIONS: Our study identified some circRNA–miRNA–mRNA interaction axes potentially associated with the progression of IDD, viz.: circRNA_100086–miR-509-3p–MAPK1, circRNA_000200–miR-185-5p–TGFB1, circRNA_104308–miR-185-5p–TGFB1, circRNA_400090–miR-486-5p–FOXO1 and circRNA_400090–miR-486-5p–SMAD2. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12891-022-05579-0. BioMed Central 2022-07-15 /pmc/articles/PMC9284696/ /pubmed/35840955 http://dx.doi.org/10.1186/s12891-022-05579-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Yu, Bin
Zhu, Ziqi
Hu, Tao
Lu, Jiawei
Shen, Beiduo
Wu, Tongde
Guo, Kai
Chaudhary, Surendra Kumar
Feng, Hang
Zhao, Weidong
Wu, Desheng
Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration
title Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration
title_full Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration
title_fullStr Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration
title_full_unstemmed Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration
title_short Construction of a circular RNA-based competing endogenous RNA network to screen biomarkers related to intervertebral disc degeneration
title_sort construction of a circular rna-based competing endogenous rna network to screen biomarkers related to intervertebral disc degeneration
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284696/
https://www.ncbi.nlm.nih.gov/pubmed/35840955
http://dx.doi.org/10.1186/s12891-022-05579-0
work_keys_str_mv AT yubin constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT zhuziqi constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT hutao constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT lujiawei constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT shenbeiduo constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT wutongde constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT guokai constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT chaudharysurendrakumar constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT fenghang constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT zhaoweidong constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration
AT wudesheng constructionofacircularrnabasedcompetingendogenousrnanetworktoscreenbiomarkersrelatedtointervertebraldiscdegeneration